ArticleEcology and evolution2021
Revisiting the effect of PCR replication and sequencing depth on biodiversity metrics in environmental DNA metabarcoding.
Article in Ecology and evolution, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.
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Who cites it
35 citing papers in PubMed.
- Dive surveys and eDNA detect contrasting macroalgal community composition in Nova Scotia, Canada.Journal of phycology · 2026Article
- Dual-Locus Metabarcoding Reveals Dry-Season Dietary Differentiation Between Elephants and Impalas in a South African Savanna.Ecology and evolution · 2026Article
- Getting to the Core of the Matter-Assessing the Role of Replication in Metabarcoding-Based sedaDNA.Molecular ecology resources · 2026Article
- Impact of the invasive diatom species Cymbella janischii on riverine microbial biofilm communities and a potential role of bacterially produced zeatin.Journal of phycology · 2026Article
- Spatial Complexity and Rare-Taxon Turnover Structures Benthic Coral Reef eDNA Communities.Molecular ecology · 2026Article
- Optimizing a Novel eDNA-Based Framework for Reef Fish Biodiversity Monitoring Using an Autonomous Filtration System and in situ Nanopore Sequencing.Ecology and evolution · 2026Article
- Shared stream-lake patterns in diversity, rRNA-based activity and community assembly of bacteria and microeukaryotes under distinct hydrological regimes.FEMS microbiology ecology · 2026Article
- Article
- Biomonitoring in the Anthropocene: Urban estuary environmental DNA tracks marine fish, terrestrial wildlife, and human diet.PloS one · 2026Article
- Continuity of eastern Beringian megafauna phylogenetic diversity following deposition of the Late Pleistocene Dawson tephra.Arctic, antarctic, and alpine research · 2026Article
- Surveying tropical faunal diversity via airborne DNA analyses.Scientific reports · 2025Article
- A Comprehensive Evaluation of Taxonomic Classifiers in Marine Vertebrate eDNA Studies.Molecular ecology resources · 2025Article
- Metabarcoding Close to Home: Songbird Nests as eDNA Aggregators for Trophic Ecology and Biodiversity Studies.Ecology and evolution · 2025Article
- Soil eDNA reflects regionally dominant species rather than local composition of tropical tree communities.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Network dynamics revealed from eDNA highlight seasonal variation in urban mammal communities.The Journal of animal ecology · 2025Article
- Navigating Methodological Trade-Offs in eDNA Metabarcoding Biodiversity Monitoring: Insights From a Mediterranean Watershed.Molecular ecology resources · 2025Article
- Aquatic eDNA outperforms sedimentary eDNA for the detection of estuarine fish communities in subtropical coastal vegetated ecosystems.Journal of fish biology · 2025Article
- A Long-Term Ecological Research Data Set From the Marine Genetic Monitoring Program ARMS-MBON 2018-2020.Molecular ecology resources · 2025Article
- Robot-Aided Measurement of Insect Diversity on Vegetation Using Environmental DNA.Ecology and evolution · 2025Article
- Improving an endangered marine species distribution using reliable and localized environmental DNA detections combined with trawl captures.Scientific reports · 2025Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Environmental DNA (eDNA) metabarcoding is an increasingly popular tool for measuring and cataloguing biodiversity. Because the environments and substrates in which DNA is preserved differ considerably, eDNA research often requires bespoke approaches to generating eDNA data. Here, we explore how two experimental choices in eDNA study design-the number of PCR replicates and the depth of sequencing of PCR replicates-influence the composition and consistency of taxa recovered from eDNA extracts. We perform 24 PCR replicates from each of six soil samples using two of the most common metabarcodes for Fungi and Viridiplantae (ITS1 and ITS2), and sequence each replicate to an average depth of ~84,000 reads. We find that PCR replicates are broadly consistent in composition and relative abundance of dominant taxa, but that low abundance taxa are often unique to one or a few PCR replicates. Taxa observed in one out of 24 PCR replicates make up 21-29% of the total taxa detected. We also observe that sequencing depth or rarefaction influences alpha diversity and beta diversity estimates. Read sampling depth influences local contribution to beta diversity, placement in ordinations, and beta dispersion in ordinations. Our results suggest that, because common taxa drive some alpha diversity estimates, few PCR replicates and low read sampling depths may be sufficient for many biological applications of eDNA metabarcoding. However, because rare taxa are recovered stochastically, eDNA metabarcoding may never fully recover the true amplifiable alpha diversity in an eDNA extract. Rare taxa drive PCR replicate outliers of alpha and beta diversity and lead to dispersion differences at different read sampling depths. We conclude that researchers should consider the complexity and unevenness of a community when choosing analytical approaches, read sampling depths, and filtering thresholds to arrive at stable estimates.
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